{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0d1a2503-a888-4f53-b71c-a3a57ac19bdf",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "#导包"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "077a3afc-7c07-470d-ba98-6e2ea716333b",
   "metadata": {},
   "outputs": [],
   "source": [
    "#将Excel表中的数据读取成字典\n",
    "#第一部分全国儿童受保障情况\n",
    "df1 = pd.read_excel(\"小组8.保障.xlsx\",sheet_name = '孤儿总数')\n",
    "df2 = pd.read_excel(\"小组8.保障.xlsx\",sheet_name = '流浪乞讨人员救助管理站统计')\n",
    "df3 = pd.read_excel(\"小组8.保障.xlsx\",sheet_name = '妇女之家和儿童之家数')\n",
    "df4 = pd.read_excel(\"小组8.保障.xlsx\",sheet_name = '全国妇女之家和儿童之家数')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "eb801aba-c0aa-4468-b834-8033927fef94",
   "metadata": {},
   "outputs": [],
   "source": [
    "#将字典转化成列表然后从中挑选出需要的制图数据\n",
    "#第一部分制图数据\n",
    "#第一张图横轴年份，纵轴合计，标题为孤儿总数变化\n",
    "nf1 = list(df1['年份'])\n",
    "hj_list = list(df1['合计'])\n",
    "concentrated = list(df1['集中养育'])\n",
    "dispersed = list(df1['社会散居'])\n",
    "#第二张图横轴年份，纵轴人次，共两组数据，一个为救助总人数，一个为救助儿童数，标题为救助人数变化\n",
    "nf2 = list(df2['年份'])\n",
    "jz_list = list(df2['救助人次 (人次)'])\n",
    "jz2_list = list(df2['#儿童'])\n",
    "#第三张图横轴年份，纵轴儿童之家，标题为儿童之家总数变化（年份）\n",
    "nf3 = list(df3['年份'])\n",
    "fn_list = list(df3['妇女之家'])\n",
    "et_list = list(df3['儿童之家'])\n",
    "#第四张图横轴地区，纵轴儿童之家数，标题为儿童之家总数变化（地区）\n",
    "dq = list(df4['地区'])\n",
    "fn2_list = list(df4['妇女之家'])\n",
    "et2_list = list(df4['儿童之家'])\n",
    "#第一部分制图数据整合完毕"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b50588c3-98c1-4f93-b2c7-d5944c993cfb",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams['font.sans-serif']=['SimHei']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "b4d528cf-20fd-4322-b757-333cf62fdb13",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 创建柱状图\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "bar_width = 0.2\n",
    "index = range(len(nf1))\n",
    "\n",
    "plt.bar(index, hj_list, bar_width, label='合计', color='b', alpha=0.7)\n",
    "plt.bar([i + bar_width for i in index], concentrated, bar_width, label='集中养育', color='r', alpha=0.7)\n",
    "plt.bar([i + 2 * bar_width for i in index], dispersed, bar_width, label='社会散居', color='g', alpha=0.7)\n",
    "\n",
    "# 添加标签和标题\n",
    "plt.xlabel('年份')\n",
    "plt.ylabel('数量')\n",
    "plt.title('孤儿总数变化')\n",
    "plt.xticks([i + bar_width for i in index], nf1, rotation=45)\n",
    "plt.legend()\n",
    "\n",
    "# 显示图形\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "eca20d55-ed87-4e9b-91d2-448b3c6cef82",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#设置画布\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "bar_width = 0.2\n",
    "index = range(len(nf2))\n",
    "\n",
    "plt.bar(index,jz_list , bar_width, label='救助人次', color='b', alpha=0.7)\n",
    "plt.bar([i + bar_width for i in index],jz2_list , bar_width, label='儿童', color='r', alpha=0.7)\n",
    "\n",
    "# 添加标签和标题\n",
    "plt.xlabel('年份')\n",
    "plt.ylabel('人数')\n",
    "plt.title('流浪乞讨人员救助管理站统计')\n",
    "plt.xticks([i + bar_width for i in index], nf2, rotation=0)\n",
    "plt.legend()\n",
    "\n",
    "# 显示图形\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "a65b9249-dba8-40d6-8b70-9107129e2360",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#设置画布\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "bar_width = 0.2\n",
    "index = range(len(nf3))\n",
    "\n",
    "plt.bar(index,fn_list , bar_width, label='妇女之家', color='b', alpha=0.7)\n",
    "plt.bar([i + bar_width for i in index],et_list , bar_width, label='儿童之家', color='r', alpha=0.7)\n",
    "\n",
    "# 添加标签和标题\n",
    "plt.xlabel('年份')\n",
    "plt.ylabel('数量')\n",
    "plt.title('妇女之家和儿童之家数')\n",
    "plt.xticks([i + bar_width for i in index], nf3, rotation=0)\n",
    "plt.legend()\n",
    "\n",
    "# 显示图形\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "259cdb3e-25e4-4c15-809f-60254f7bfb56",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#设置画布\n",
    "plt.figure(figsize=(20, 10))\n",
    "\n",
    "bar_width = 0.3\n",
    "index = range(len(dq))\n",
    "\n",
    "plt.bar(index,fn2_list , bar_width, label='妇女之家', color='b', alpha=0.7)\n",
    "plt.bar([i + bar_width for i in index],et2_list , bar_width, label='儿童之家', color='r', alpha=0.7)\n",
    "\n",
    "# 添加标签和标题\n",
    "plt.xlabel('地区')\n",
    "plt.ylabel('数量')\n",
    "plt.title('全国妇女之家和儿童之家数')\n",
    "plt.xticks([i + bar_width for i in index], dq, rotation=30)\n",
    "plt.legend()\n",
    "\n",
    "# 显示图形\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "6a015b67-fe2e-438c-ad15-e7d6793f2a19",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#设置画布\n",
    "plt.figure(figsize=(20, 10))\n",
    "\n",
    "plt.subplot(121)\n",
    "plt.pie(fn2_list, labels=dq, autopct='%1.1f%%', startangle=140)\n",
    "plt.axis('equal')  # 使饼图长宽相等\n",
    "plt.title('各地区妇女之家数量比例')\n",
    "\n",
    "plt.subplot(122)\n",
    "plt.pie(et2_list, labels=dq, autopct='%1.1f%%', startangle=140)\n",
    "plt.axis('equal')  # 使饼图长宽相等\n",
    "plt.title('各地区儿童之家数量比例')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "83379ba3-f352-480a-aee0-a7e77d65ffd3",
   "metadata": {},
   "outputs": [],
   "source": [
    "#第二部分全国儿童受教育情况\n",
    "df2_1 = pd.read_excel(\"小组8.教育.xlsx\",sheet_name = '全国6-17岁儿童在校率')\n",
    "df2_2 = pd.read_excel(\"小组8.教育.xlsx\",sheet_name = '全国各级学校入学开学率')\n",
    "df2_3 = pd.read_excel(\"小组8.教育.xlsx\",sheet_name = '2020年每十万人口各级教育平均在校数')\n",
    "df2_4 = pd.read_excel(\"小组8.教育.xlsx\",sheet_name = '文盲占15岁及以上人口数1')\n",
    "df2_5 = pd.read_excel(\"小组8.教育.xlsx\",sheet_name = '文盲占15岁以上人口数2')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "ccef28fc-d118-4a79-8373-13b0e0e58ac7",
   "metadata": {},
   "outputs": [],
   "source": [
    "#第一部分制图数据\n",
    "#第一张图横轴年份，纵轴合计在校率，标题为全国6-17岁儿童在校率合计\n",
    "nf4 = list(df2_1['类别'])\n",
    "hj2_list = list(df2_1['合计'])\n",
    "nx = list(df2_1['男性'])\n",
    "nx2 = list(df2_1['女性'])       \n",
    "#第二张图横轴年份，有三组数据，九年义务 教育巩固率 、高中阶段 毛入学率、高等教育 毛入学率，标题为全国各级学校入学开学率变化\n",
    "nf5 = list(df2_2['年份'])\n",
    "jn_list = list(df2_2['九年义务 教育巩固率'])\n",
    "gz_list = list(df2_2['高中阶段 毛入学率'])\n",
    "gd_list = list(df2_2['高等教育 毛入学率'])\n",
    "#第三张图横轴地区，有三组数据，小学阶段、初中阶段，高中阶段，标题为每十万人口各级教育平均在校数变化\n",
    "dq2 = list(df2_3['地区'])\n",
    "xx = list(df2_3['小学阶段'])\n",
    "cz = list(df2_3['初中阶段'])\n",
    "gz = list(df2_3['高中阶段'])\n",
    "#第四张图横轴地区，纵轴为比重，标题为15岁及以上文盲占比变化（全国）\n",
    "dq3 = list(df2_4['地区'])\n",
    "wm_list = list(df2_4['文盲人口占 地 区 15岁及以上 人口的比重'])\n",
    "nx11 = list(df2_4['男'])\n",
    "nx22 = list(df2_4['女'])\n",
    "#第五张图横轴年份，纵轴为比重，标题为15岁及以上文盲占比（变化年份）\n",
    "nf6 = list(df2_5['年份'])\n",
    "wm = list(df2_5['文盲人口占15岁及 以上人口的比重'])\n",
    "nan = list(df2_5['男'])\n",
    "nv = list(df2_5['女'])\n",
    "#第二部分制图数据整合完毕"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "861c5362-6a22-4b5b-83df-86412c533a39",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib\n",
    "matplotlib.use(\"Agg\")\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "matplotlib.use( 'TkAgg')\n",
    "plt.close('all')\n",
    "#解决中文乱码问题\n",
    "plt.rcParams['font.sans-serif']=['SimHei']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "ab2bb603-b8cd-404f-905c-f18482dcff07",
   "metadata": {},
   "outputs": [],
   "source": [
    "#创建折线图画布\n",
    "plt.figure(figsize=(10,6))\n",
    "#创建折线\n",
    "plt.plot(nf4,nx,label='男性',color='r',marker='p')\n",
    "plt.plot(nf4,nx2,label='女性',color='g',marker='p',linestyle='--')\n",
    "plt.plot(nf4,hj2_list,label='合计',color='b',marker='p',linestyle='-.')\n",
    "#设置网格线\n",
    "plt.grid(axis='y')#关闭y轴网格线\n",
    "\n",
    "#设置坐标轴的标题\n",
    "plt.ylabel('儿童在校率')\n",
    "plt.xlabel('年份')\n",
    "\n",
    "#设置图表的图例\n",
    "plt.legend(['男性','女性','合计'])\n",
    "\n",
    "#添加图表的标题\n",
    "plt.title('全国6-17岁儿童在校率')\n",
    "\n",
    "#设置坐标轴刻度\n",
    "plt.xticks(range(2000,2030,10))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "3673d849-57a6-4254-8164-16755d0ebf40",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "#多柱状图\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "nf5=np.array([2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022])\n",
    "\n",
    "bar_width=0.3 #柱子宽带\n",
    "\n",
    "#设置网格线\n",
    "plt.grid(axis='y',linestyle='--')\n",
    "\n",
    "#设置文本标签\n",
    "for a,b in zip(nf5,jn_list):\n",
    "    plt.text(a,b,format(b,','),ha='center',va='center',fontsize=12,color='b',alpha=0.9)\n",
    "for a,b in zip(nf5,gz_list):\n",
    "    plt.text(a,b,format(b,','),ha='center',va='center',fontsize=12,color='r',alpha=0.9)\n",
    "for a,b in zip(nf5,gd_list):\n",
    "    plt.text(a,b,format(b,','),ha='center',va='center',fontsize=12,color='y',alpha=0.9)\n",
    "\n",
    "# 添加标签和标题\n",
    "plt.xlabel('年份')\n",
    "plt.ylabel('入学开学率')\n",
    "plt.title('全国各级学校入学开学率')\n",
    "plt.xticks([i + bar_width for i in nf5], nf5, rotation=45)\n",
    "\n",
    "\n",
    "#绘制柱状图\n",
    "plt.bar(nf5,jn_list,bar_width,color='c',alpha=0.7)\n",
    "plt.bar(nf5+bar_width,gz_list,bar_width,color='g',alpha=0.7)\n",
    "plt.bar(nf5+bar_width*2,gd_list,bar_width,color='b',alpha=0.7)\n",
    "\n",
    "\n",
    "#设置图例\n",
    "plt.legend(('九年义务 教育巩固率','高中阶段 毛入学率','高等教育 毛入学率'))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "562caffe-c60a-403d-b514-fef4d80a2e28",
   "metadata": {},
   "outputs": [],
   "source": [
    "#创建折线图画布\n",
    "plt.figure(figsize=(20,6))\n",
    "#创建折线\n",
    "plt.plot(dq2,xx,label='小学阶段',color='r',marker='p')\n",
    "plt.plot(dq2,cz,label='初中阶段',color='g',marker='p',linestyle='--')\n",
    "plt.plot(dq2,gz,label='高中阶段',color='b',marker='p',linestyle='-.')\n",
    "#设置网格线\n",
    "plt.grid(axis='y')#关闭y轴网格线\n",
    "\n",
    "#设置坐标轴的标题\n",
    "plt.ylabel('平均在校数')\n",
    "plt.xlabel('地区')\n",
    "\n",
    "#设置图表的图例\n",
    "plt.legend(['小学阶段','初中阶段','高中阶段'])\n",
    "\n",
    "#添加图表的标题\n",
    "plt.title('2020年每十万人口各级教育平均在校数')\n",
    "\n",
    "#设置坐标轴刻度\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "10c7e113-7631-446f-8498-de1c798a9f44",
   "metadata": {},
   "outputs": [],
   "source": [
    "#创建折线图画布\n",
    "plt.figure(figsize=(20,6))\n",
    "\n",
    "for a,b in zip(dq3,wm_list):\n",
    "    plt.text(a,b,format(b,','),ha='center',va='center',fontsize=12,color='b',alpha=0.9)\n",
    "for a,b in zip(dq3,nx11):\n",
    "    plt.text(a,b,format(b,','),ha='center',va='center',fontsize=12,color='r',alpha=0.9)\n",
    "for a,b in zip(dq3,nx22):\n",
    "    plt.text(a,b,format(b,','),ha='center',va='center',fontsize=12,color='y',alpha=0.9)\n",
    "\n",
    "#创建折线\n",
    "plt.plot(dq3,wm_list,label='文盲人口占地区15岁及以上人口的比重',color='r',marker='p')\n",
    "plt.plot(dq3,nx11,label='男性文盲比重',color='g',marker='p',linestyle='--')\n",
    "plt.plot(dq3,nx22,label='女性文盲比重',color='b',marker='p',linestyle='-.')\n",
    "#设置网格线\n",
    "plt.grid(axis='y')#关闭y轴网格线\n",
    "\n",
    "#设置坐标轴的标题\n",
    "plt.ylabel('文盲比重')\n",
    "plt.xlabel('地区')\n",
    "\n",
    "#设置图表的图例\n",
    "plt.legend(['文盲人口占地区15岁及以上人口的比重','男性文盲比重','女性文盲比重'])\n",
    "\n",
    "#添加图表的标题\n",
    "plt.title('文盲人口占地区15岁及以上人口的比重')\n",
    "\n",
    "#设置坐标轴刻度\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "12e272ad-83c5-495c-8169-750d08c1344e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "#多柱状图\n",
    "plt.figure(figsize=(20, 6))\n",
    "\n",
    "nf6=np.array([2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022])\n",
    "\n",
    "bar_width=0.3 #柱子宽带\n",
    "\n",
    "#设置网格线\n",
    "plt.grid(axis='y',linestyle='--')\n",
    "\n",
    "#设置文本标签\n",
    "for a,b in zip(nf6,wm):\n",
    "    plt.text(a,b,format(b,','),ha='center',va='center',fontsize=12,color='b',alpha=0.9)\n",
    "for a,b in zip(nf6,nan):\n",
    "    plt.text(a,b,format(b,','),ha='center',va='center',fontsize=12,color='r',alpha=0.9)\n",
    "for a,b in zip(nf5,nv):\n",
    "    plt.text(a,b,format(b,','),ha='center',va='center',fontsize=12,color='y',alpha=0.9)\n",
    "\n",
    "# 添加标签和标题\n",
    "plt.xlabel('年份')\n",
    "plt.ylabel('文盲率')\n",
    "plt.title('文盲占15岁以上人口数')\n",
    "plt.xticks([i + bar_width for i in nf6], nf6, rotation=45)\n",
    "\n",
    "\n",
    "#绘制柱状图\n",
    "plt.bar(nf6,wm,bar_width,color='c',alpha=0.7)\n",
    "plt.bar(nf6+bar_width,nan,bar_width,color='g',alpha=0.7)\n",
    "plt.bar(nf6+bar_width*2,nv,bar_width,color='b',alpha=0.7)\n",
    "\n",
    "\n",
    "\n",
    "#设置图例\n",
    "plt.legend(('文盲率','男文盲率','女文盲率'))\n",
    "plt.show()"
   ]
  }
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